Efficiency: While DCRNN takes on average 271 seconds for one epoch, GA-DCRNN requires 401 seconds. The discrepancy between the two models is due to the attention mechanism, which requires more computation. Note that when implementing the attention we followed [1]}, but a more efficient way is available [2]}. For the same reason, GA-GCRNN also takes longer time than GCRNN does.
